Abstract | Introduction | Hazard rate estimation | Markov beta and gamma prior processes | Gamma Process | Beta Process | Prior to posterior analysis | Beta process | Cox-gamma model | Gamma model examples | Example 1. Independence case. Unitary length intervals} | Example 2. Introducing dependence through c. Unitary length intervals | Example 3. Varying c through a distribution. Unitary length intervals | Example 4. Using a hierarchical model to estimate c. Unitary intervals | Example 5. Introducing dependence through c. Equally dense intervals | Example 6. Varying c through a distribution. Equally dense intervals | Example 7. Using a hierarchical model to estimate c. Equally dense intervals | Beta model examples | Example 1. Independence case | Example 2. Introducing dependence through c | Example 3. Varying c through a distribution | Example 4. Using a hierarchical model to estimate c | Cox-gamma model example
Package: BGPhazard 2.1.1
BGPhazard: Markov Beta and Gamma Processes for Modeling Hazard Rates
Computes the hazard rate estimate as described by Nieto-Barajas & Walker (2002), Nieto-Barajas (2003), Nieto-Barajas & Walker (2007) and Nieto-Barajas & Yin (2008).
Authors:
BGPhazard_2.1.1.tar.gz
BGPhazard_2.1.1.zip(r-4.7)BGPhazard_2.1.1.zip(r-4.6)BGPhazard_2.1.1.zip(r-4.5)
BGPhazard_2.1.1.tgz(r-4.6-any)BGPhazard_2.1.1.tgz(r-4.5-any)
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BGPhazard_2.1.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
BGPhazard/json (API)
| # Install 'BGPhazard' in R: |
| install.packages('BGPhazard', repos = c('https://eami91.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/eami91/bgphazard/issues
Datasets:
- BMTKleinbook - Times to death or relapse (in days) for patients with bone marrow transplants for Hodgkin and non-Hodgkin lymphoma
- crm3 - Simulated data from the proportional hazards cure rate model of Yakolev & Tsodikov (1996) by taking a baseline density with a bounded support.
- gehan - Times of Remission of Leukemia Patients
- KIDNEY - Recurrent infection of kidney catheters
- leukemiaFZ - Survival Times of Patients with Leukemia
- psych - Death Times of Psychiatric Patients
Last updated from:38b5da4457. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 162 | ||
| source / vignettes | OK | 220 | ||
| linux-release-x86_64 | OK | 153 | ||
| macos-release-arm64 | OK | 175 | ||
| macos-oldrel-arm64 | OK | 171 | ||
| windows-devel | OK | 101 | ||
| windows-release | OK | 116 | ||
| windows-oldrel | OK | 111 | ||
| wasm-release | OK | 120 |
Exports:BeMResBePlotDiagBePlothBSBHazBSBInitBSBPlotDiagBSBPlotSummBSBSummCCuMResCCuPlotDiagCCuPlothCGaMResCGaPlotDiagCGaPlothcpoCuMResCuPlotDiagCuPlothGaMResGaPlotDiagGaPloth
Dependencies:bitbit64Brobdingnagclicliprcpp11crayondplyrfarvergenericsggplot2ggthemesgluegridExtragtablehmsisobandlabelinglatticelifecyclemagrittrMatrixpillarpkgconfigprettyunitsprogresspurrrR6RColorBrewerreadrrlangS7scalesstringistringrsurvivaltibbletidyrtidyselecttzdbutf8vctrsviridisLitevroomwithr
Introduction to BGPhazard
Last update: 2023-09-01
Started: 2023-09-01
Bivariate Model Example
Initial setup | Gibbs Sampler | Summaries | Tables | Plots
Last update: 2021-01-02
Started: 2020-08-23
